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Estimating Ecosystem Respiration in the Grasslands of Northern China Using Machine Learning: Model Evaluation and Comparison 期刊论文
SUSTAINABILITY, 2020, 卷号: 12, 期号: 5
Authors:  Zhu, Xiaobo;  He, Honglin;  Ma, Mingguo;  Ren, Xiaoli;  Zhang, Li;  Zhang, Fawei;  Li, Yingnian;  Shi, Peili;  Chen, Shiping;  Wang, Yanfen;  Xin, Xiaoping;  Ma, Yaoming;  Zhang, Yu;  Du, Mingyuan;  Ge, Rong;  Zeng, Na;  Li, Pan;  Niu, Zhongen;  Zhang, Liyun;  Lv, Yan;  Song, Zengjing;  Gu, Qing
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ecosystem respiration  machine learning  deep learning  grasslands  northern China  
The FLUXNET2015 dataset and the ONEFlux processing pipeline for eddy covariance data 期刊论文
SCIENTIFIC DATA, 2020, 卷号: 7, 期号: 1
Authors:  Pastorello, Gilberto;  Trotta, Carlo;  Canfora, Eleonora;  Chu, Housen;  Christianson, Danielle;  Cheah, You-Wei;  Poindexter, Cristina;  Chen, Jiquan;  Elbashandy, Abdelrahman;  Humphrey, Marty;  Isaac, Peter;  Polidori, Diego;  Ribeca, Alessio;  van Ingen, Catharine;  Zhang, Leiming;  Amiro, Brian;  Ammann, Christof;  Arain, M. Altaf;  Ardo, Jonas;  Arkebauer, Timothy;  Arndt, Stefan K.;  Arriga, Nicola;  Aubinet, Marc;  Aurela, Mika;  Baldocchi, Dennis;  Barr, Alan;  Beamesderfer, Eric;  Marchesini, Luca Belelli;  Bergeron, Onil;  Beringer, Jason;  Bernhofer, Christian;  Berveiller, Daniel;  Billesbach, Dave;  Black, Thomas Andrew;  Blanken, Peter D.;  Bohrer, Gil;  Boike, Julia;  Bolstad, Paul V.;  Bonal, Damien;  Bonnefond, Jean-Marc;  Bowling, David R.;  Bracho, Rosvel;  Brodeur, Jason;  Bruemmer, Christian;  Buchmann, Nina;  Burban, Benoit;  Burns, Sean P.;  Buysse, Pauline;  Cale, Peter;  Cavagna, Mauro;  Cellier, Pierre;  Chen, Shiping;  Chini, Isaac;  Christensen, Torben R.;  Cleverly, James;  Collalti, Alessio;  Consalvo, Claudia;  Cook, Bruce D.;  Cook, David;  Coursolle, Carole;  Cremonese, Edoardo;  Curtis, Peter S.;  D'Andrea, Ettore;  da Rocha, Humberto;  Dai, Xiaoqin;  Davis, Kenneth J.;  De Cinti, Bruno;  de Grandcourt, Agnes;  De Ligne, Anne;  De Oliveira, Raimundo C.;  Delpierre, Nicolas;  Desai, Ankur R.;  Di Bella, Carlos Marcelo;  di Tommasi, Paul;  Dolman, Han;  Domingo, Francisco;  Dong, Gang;  Dore, Sabina;  Duce, Pierpaolo;  Dufrene, Eric;  Dunn, Allison;  Dusek, Jiri;  Eamus, Derek;  Eichelmann, Uwe;  ElKhidir, Hatim Abdalla M.;  Eugster, Werner;  Ewenz, Cacilia M.;  Ewers, Brent;  Famulari, Daniela;  Fares, Silvano;  Feigenwinter, Iris;  Feitz, Andrew;  Fensholt, Rasmus;  Filippa, Gianluca;  Fischer, Marc;  Frank, John;  Galvagno, Marta;  Gharun, Mana;  Gianelle, Damiano;  Gielen, Bert;  Gioli, Beniamino;  Gitelson, Anatoly;  Goded, Ignacio;  Goeckede, Mathias;  Goldstein, Allen H.;  Gough, Christopher M.;  Goulden, Michael L.;  Graf, Alexander;  Griebel, Anne;  Gruening, Carsten;  Gruenwald, Thomas;  Hammerle, Albin;  Han, Shijie;  Han, Xingguo;  Hansen, Birger Ulf;  Hanson, Chad;  Hatakka, Juha;  He, Yongtao;  Hehn, Markus;  Heinesch, Bernard;  Hinko-Najera, Nina;  Hoertnagl, Lukas;  Hutley, Lindsay;  Ibrom, Andreas;  Ikawa, Hiroki;  Jackowicz-Korczynski, Marcin;  Janous, Dalibor;  Jans, Wilma;  Jassal, Rachhpal;  Jiang, Shicheng;  Kato, Tomomichi;  Khomik, Myroslava;  Klatt, Janina;  Knohl, Alexander;  Knox, Sara;  Kobayashi, Hideki;  Koerber, Georgia;  Kolle, Olaf;  Kosugi, Yoshiko;  Kotani, Ayumi;  Kowalski, Andrew;  Kruijt, Bart;  Kurbatova, Julia;  Kutsch, Werner L.;  Kwon, Hyojung;  Launiainen, Samuli;  Laurila, Tuomas;  Law, Bev;  Leuning, Ray;  Li, Yingnian;  Liddell, Michael;  Limousin, Jean-Marc;  Lion, Marryanna;  Liska, Adam J.;  Lohila, Annalea;  Lopez-Ballesteros, Ana;  Lopez-Blanco, Efren;  Loubet, Benjamin;  Loustau, Denis;  Lucas-Moffat, Antje;  Lueers, Johannes;  Ma, Siyan;  Macfarlane, Craig;  Magliulo, Vincenzo;  Maier, Regine;  Mammarella, Ivan;  Manca, Giovanni;  Marcolla, Barbara;  Margolis, Hank A.;  Marras, Serena;  Massman, William;  Mastepanov, Mikhail;  Matamala, Roser;  Matthes, Jaclyn Hatala;  Mazzenga, Francesco;  McCaughey, Harry;  McHugh, Ian;  McMillan, Andrew M. S.;  Merbold, Lutz;  Meyer, Wayne;  Meyers, Tilden;  Miller, Scott D.;  Minerbi, Stefano;  Moderow, Uta;  Monson, Russell K.;  Montagnani, Leonardo;  Moore, Caitlin E.;  Moors, Eddy;  Moreaux, Virginie;  Moureaux, Christine;  Munger, J. William;  Nakai, Taro;  Neirynck, Johan;  Nesic, Zoran;  Nicolini, Giacomo;  Noormets, Asko;  Northwood, Matthew;  Nosetto, Marcelo;  Nouvellon, Yann;  Novick, Kimberly;  Oechel, Walter;  Olesen, Jorgen Eivind;  Ourcival, Jean-Marc;  Papuga, Shirley A.;  Parmentier, Frans-Jan;  Paul-Limoges, Eugenie;  Pavelka, Marian;  Peichl, Matthias;  Pendall, Elise;  Phillips, Richard P.;  Pilegaard, Kim;  Pirk, Norbert;  Posse, Gabriela;  Powell, Thomas;  Prasse, Heiko;  Prober, Suzanne M.;  Rambal, Serge;  Rannik, Ullar;  Raz-Yaseef, Naama;  Reed, David;  de Dios, Victor Resco;  Restrepo-Coupe, Natalia;  Reverter, Borja R.;  Roland, Marilyn;  Sabbatini, Simone;  Sachs, Torsten;  Saleska, Scott R.;  Sanchez-Canete, Enrique P.;  Sanchez-Mejia, Zulia M.;  Schmid, Hans Peter;  Schmidt, Marius;  Schneider, Karl;  Schrader, Frederik;  Schroder, Ivan;  Scott, Russell L.;  Sedlak, Pavel;  Serrano-Ortiz, Penelope;  Shao, Changliang;  Shi, Peili;  Shironya, Ivan;  Siebicke, Lukas;  Sigut, Ladislav;  Silberstein, Richard;  Sirca, Costantino;  Spano, Donatella;  Steinbrecher, Rainer;  Stevens, Robert M.;  Sturtevant, Cove;  Suyker, Andy;  Tagesson, Torbern;  Takanashi, Satoru;  Tang, Yanhong;  Tapper, Nigel;  Thom, Jonathan;  Tiedemann, Frank;  Tomassucci, Michele;  Tuovinen, Juha-Pekka;  Urbanski, Shawn;  Valentini, Riccardo;  van der Molen, Michiel;  van Gorsel, Eva;  van Huissteden, Ko;  Varlagin, Andrej;  Verfaillie, Joseph;  Vesala, Timo;  Vincke, Caroline;  Vitale, Domenico;  Vygodskaya, Natalia;  Walker, Jeffrey P.;  Walter-Shea, Elizabeth;  Wang, Huimin;  Weber, Robin;  Westermann, Sebastian;  Wille, Christian;  Wofsy, Steven;  Wohlfahrt, Georg;  Wolf, Sebastian;  Woodgate, William;  Li, Yuelin;  Zampedri, Roberto;  Zhang, Junhui;  Zhou, Guoyi;  Zona, Donatella;  Agarwal, Deb;  Biraud, Sebastien;  Torn, Margaret;  Papale, Dario
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Attribute parameter characterized the seasonal variation of gross primary productivity (alpha(GPP)): Spatiotemporal variation and influencing factors 期刊论文
AGRICULTURAL AND FOREST METEOROLOGY, 2020, 卷号: 280
Authors:  Zhang, Weikang;  Yu, Guirui;  Chen, Zhi;  Zhang, Leiming;  Wang, Qiufeng;  Zhang, Yangjian;  He, Honglin;  Han, Lang;  Chen, Shiping;  Han, Shijie;  Li, Yingnian;  Sha, Liqing;  Shi, Peili;  Wang, Huimin;  Wang, Yanfen;  Xiang, Wenhua;  Yan, Junhua;  Zhang, Yiping;  Zona, Donatella;  Arain, M. Altaf;  Maximov, Trofim;  Oechel, Walter;  Kosugi, Yoshiko
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Annual gross primary productivity  Attribute parameter of seasonal dynamic  Maximum daily gross primary productivity  Mean daily gross primary productivity  Spatiotemporal variation  
The paleoclimatic footprint in the soil carbon stock of the Tibetan permafrost region 期刊论文
NATURE COMMUNICATIONS, 2019, 卷号: 10
Authors:  Ding, Jinzhi;  Wang, Tao;  Piao, Shilong;  Smith, Pete;  Zhang, Ganlin;  Yan, Zhengjie;  Ren, Shuai;  Liu, Dan;  Wang, Shiping;  Chen, Shengyun;  Dai, Fuqiang;  He, Jinsheng;  Li, Yingnian;  Liu, Yongwen;  Mao, Jiafu;  Arain, Altaf;  Tian, Hanqin;  Shi, Xiaoying;  Yang, Yuanhe;  Zeng, Ning;  Zhao, Lin
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Spatiotemporal pattern of gross primary productivity and its covariation with climate in China over the last thirty years 期刊论文
GLOBAL CHANGE BIOLOGY, 2018, 卷号: 24, 期号: 1, 页码: 184-196
Authors:  Yao, Yitong;  Wang, Xuhui;  Li, Yue;  Wang, Tao;  Shen, Miaogen;  Du, Mingyuan;  He, Honglin;  Li, Yingnian;  Luo, Weijun;  Ma, Mingguo;  Ma, Yaoming;  Tang, Yanhong;  Wang, Huimin;  Zhang, Xianzhou;  Zhang, Yiping;  Zhao, Liang;  Zhou, Guangsheng;  Piao, Shilong
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China  climate change  eddy covariance  gross primary productivity  interannual variability  model tree ensemble  
A new estimation of China's net ecosystem productivity based on eddy covariance measurements and a model tree ensemble approach 期刊论文
AGRICULTURAL AND FOREST METEOROLOGY, 2018, 卷号: 253, 页码: 84-93
Authors:  Yao, Yitong;  Li, Zhijian;  Wang, Tao;  Chen, Anping;  Wang, Xuhui;  Du, Mingyuan;  Jia, Gensuo;  Li, Yingnian;  Li, Hongqin;  Luo, Weijun;  Ma, Yaoming;  Tang, Yanhong;  Wang, Huimin;  Wu, Zhixiang;  Yan, Junhua;  Zhang, Xianzhou;  Zhang, Yiping;  Zhang, Yu;  Zhou, Guangsheng;  Piao, Shilong
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Net ecosystem productivity (NEP)  Model tree ensemble  China  Eddy covariance  Carbon sink  
Spatiotemporal pattern of terrestrial evapotranspiration in China during the past thirty years 期刊论文
AGRICULTURAL AND FOREST METEOROLOGY, 2018, 卷号: 259, 页码: 131-140
Authors:  Li, Xiangyi;  He, Yue;  Zeng, Zhenzhong;  Lian, Xu;  Wang, Xuhui;  Du, Mingyuan;  Jia, Gensuo;  Li, Yingnian;  Ma, Yaoming;  Tang, Yanhong;  Wang, Weizhen;  Wu, Zhixiang;  Yan, Junhua;  Yao, Yitong;  Ciais, Philippe;  Zhang, Xianzhou;  Zhang, Yiping;  Zhang, Yu;  Zhou, Guangsheng;  Piao, Shilong
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China Eddy covariance  Evapotranspiration  Model tree ensemble (MTE)  Spatio-temporal change  Land surface model  
Decadal soil carbon accumulation across Tibetan permafrost regions 期刊论文
NATURE GEOSCIENCE, 2017, 卷号: 10, 期号: 6, 页码: 420+
Authors:  Ding, Jinzhi;  Chen, Leiyi;  Ji, Chengjun;  Hugelius, Gustaf;  Li, Yingnian;  Liu, Li;  Qin, Shuqi;  Zhang, Beibei;  Yang, Guibiao;  Li, Fei;  Fang, Kai;  Chen, Yongliang;  Peng, Yunfeng;  Zhao, Xia;  He, Honglin;  Smith, Pete;  Fang, Jingyun;  Yang, Yuanhe
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Response of arbuscular mycorrhizal fungi to simulated climate changes by reciprocal translocation in Tibetan Plateau 期刊论文
Notulae Botanicae Horti Agrobotanici Cluj-Napoca, 2015, 卷号: 43, 期号: 2, 页码: 488-493
Authors:  Shi Zhaoyong;  Yin Xubin;  Mickan Bede;  Wang Fayuan;  Zhang Ying;  Li Yingnian;  Shen Haihua
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Response of Arbuscular Mycorrhizal Fungi to Simulated Climate Changes by Reciprocal Translocation in Tibetan Plateau 期刊论文
NOTULAE BOTANICAE HORTI AGROBOTANICI CLUJ-NAPOCA, 2015, 卷号: 43, 期号: 2, 页码: 488-493
Authors:  Shi, Zhaoyong;  Yin, Xubin;  Mickan, Bede;  Wang, Fayuan;  Zhang, Ying;  Li, Yingnian;  Shen, Haihua
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arbuscular mycorrhizas  climate changes  colonization frequency  colonization intensity  spore density